Triple

T1605907
Position Surface form Disambiguated ID Type / Status
Subject Health Insurance Portability and Accountability Act E34501 entity
Predicate containsProvision P1393 FINISHED
Object Title III Tax-related Health Provisions
Title III Tax-related Health Provisions is a section of U.S. federal health law that establishes various tax rules and incentives related to health insurance coverage and medical expenses.
E181952 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Title III Tax-related Health Provisions | Statement: [Health Insurance Portability and Accountability Act, containsProvision, Title III Tax-related Health Provisions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title III Tax-related Health Provisions
Context triple: [Health Insurance Portability and Accountability Act, containsProvision, Title III Tax-related Health Provisions]
  • A. Title III
    Title III is a section of U.S. higher education law that provides federal support to strengthen and improve institutions serving large numbers of low-income and underrepresented students, including many minority-serving colleges and universities.
  • B. Title III
    Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
  • C. Title III
    Title III is the section of the Americans with Disabilities Act that prohibits disability-based discrimination in places of public accommodation and commercial facilities, requiring equal access to goods, services, and facilities.
  • D. Article III (National Treatment on Internal Taxation and Regulation)
    Article III (National Treatment on Internal Taxation and Regulation) is a core provision of the GATT that requires WTO members to treat imported products no less favorably than like domestic products in respect of internal taxes and regulations, thereby preventing protectionist use of domestic measures.
  • E. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Title III Tax-related Health Provisions
Triple: [Health Insurance Portability and Accountability Act, containsProvision, Title III Tax-related Health Provisions]
Generated description
Title III Tax-related Health Provisions is a section of U.S. federal health law that establishes various tax rules and incentives related to health insurance coverage and medical expenses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title III Tax-related Health Provisions
Target entity description: Title III Tax-related Health Provisions is a section of U.S. federal health law that establishes various tax rules and incentives related to health insurance coverage and medical expenses.
  • A. Title III
    Title III is a section of U.S. higher education law that provides federal support to strengthen and improve institutions serving large numbers of low-income and underrepresented students, including many minority-serving colleges and universities.
  • B. Title III
    Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
  • C. Title III
    Title III is the section of the Americans with Disabilities Act that prohibits disability-based discrimination in places of public accommodation and commercial facilities, requiring equal access to goods, services, and facilities.
  • D. Article III (National Treatment on Internal Taxation and Regulation)
    Article III (National Treatment on Internal Taxation and Regulation) is a core provision of the GATT that requires WTO members to treat imported products no less favorably than like domestic products in respect of internal taxes and regulations, thereby preventing protectionist use of domestic measures.
  • E. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9096b8a788190bd3ca395c32ccf25 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51bff1cc819082208a8a77fae631 completed March 8, 2026, 10:38 a.m.
NEDg Description generation batch_69ad522beb488190b5157db37eb0da8e completed March 8, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69ad529de3dc819081c8ad3d7aa8bef8 completed March 8, 2026, 10:42 a.m.
Created at: March 4, 2026, 7:28 p.m.